Plastic_carriar_bag Image Dataset
Versions
v2
v14
Jun 23, 2022
0034
v13
Jun 23, 2022
tarcin
v12
Jun 23, 2022
ozmen_yeni
v11
Jun 23, 2022
new
v10
Jun 23, 2022
yeni
v9
Jun 23, 2022
2022-06-23 9:36pm
v8
Jun 23, 2022
2022-06-23 9:35pm
v7
Jun 23, 2022
ozmen1
v6
Jun 23, 2022
detectron
v5
Jun 20, 2022
plastic_bag
v4
Jun 20, 2022
faster-rcnn
v3
Jun 20, 2022
2022-06-20 12:46am
v2
Jun 19, 2022
2022-06-16 9:37pm
v1
Jun 16, 2022
v14
v2
Generated on Jun 23, 2022
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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1332 Total Images
View All Images
Dataset Split
Train Set 87%
1161Images
Valid Set 8%
112Images
Test Set 4%
59Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -18% and +18%
Bounding Box: Blur: Up to 5.25px
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